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Papers

  1. Steven Golovkine, Edward Gunning (2025) Is Stephen Curry really a guard? New perspective on players typology using functional data analysis. arXiv
  2. Edward Gunning, Steven Golovkine, Andrew J. Simpkin, Aoife Burke, Sarah Dillon, Shane Gore, Kieran Moran, Siobhan O'Connor, Enda Whyte, Norma Bargary (2025) Analysing kinematic data from recreational runners using functional data analysis. Computational Statistics. DOI arXiv
  3. Steven Golovkine, Edward Gunning, Andrew J. Simpkin, Norma Bargary (2025) On the estimation of the number of components in multivariate functional principal component analysis. Communications in Statistics - Simulation and Computation, 1–9. DOI arXiv
  4. Edward Gunning, John Warmenhoven, Andrew J. Harrison, Norma Bargary (2024) Functional Data Analysis in Biomechanics. SpringerBriefs, ISBN 978-3-031-68862-1. Online
  5. Edward Gunning, Steven Golovkine, Andrew J. Simpkin, Aoife Burke, Sarah Dillon, Shane Gore, Kieran Moran, Siobhan O'Connor, Enda Whyte, Norma Bargary (2024) A Multivariate Multilevel Longitudinal Functional Model for Repeatedly Observed Human Movement Data. arXiv
  6. Edward Gunning, Giles Hooker (2024) An Understanding of Principal Differential Analysis. arXiv
  7. Edward Gunning (2023) Statistical Modelling of Second-Generation Functional Data with Application in Biomechanics and Human Movement Research. PhD thesis, University of Limerick. DOI
  8. Steven Golovkine, Edward Gunning, Andrew J. Simpkin, Norma Bargary (2023) On the use of the Gram matrix for multivariate functional principal components analysis. arXiv
  9. John Warmenhoven, Norma Bargary, Dominik Liebl, Andrew J. Harrison, Mark A. Robinson, Edward Gunning, Giles Hooker (2021) PCA of waveforms and functional PCA: A primer for biomechanics. Journal of Biomechanics, 116, 110106. DOI
  10. John Warmenhoven, Andrew Harrison, Daniel Quintana, Giles Hooker, Edward Gunning, Norma Bargary (2020) Unlocking sports medicine research data while maintaining participant privacy via synthetic datasets. DOI SportRxiv
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